Agent skill

Treatment Plans

by aipoch in aipoch/medical-research-skills

Generate concise (typically 1–4 pages) patient-centered medical treatment plans in LaTeX/PDF when a clinician needs an actionable plan with SMART goals, evidence-based interventions, monitoring, and…

MITAuto-check passedDocuments & Office

Install Treatment Plans

skills CLI
$ npx skills add aipoch/medical-research-skills --skill treatment-plans -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install aipoch/medical-research-skills treatment-plans --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/aipoch/medical-research-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/scientific-skills/Other/treatment-plans .claude/skills/treatment-plans && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
treatment-plans
GitHub stars
1.9k
Token cost
~2k tokens
SKILL.md length
645 words
Files
22 (incl. scripts, references, assets)
Skills in repo
578
Repo updated
First seen
Licence
MIT

At a glance

Generate concise (typically 1–4 pages) patient-centered medical treatment plans in LaTeX/PDF when a clinician needs an actionable plan with SMART goals, evidence-based interventions, monitoring, and…

  • Works in 5 steps: Generate a LaTeX template → (Optional) Generate a diagram for the plan → Compile to PDF → …
  • Tasks that involve Clinical and healthcare research
  • SKILL.md covers When to Use, Key Features, Dependencies and Example Usage, plus 1 more section
  • Runs Python scripts from its folder; calls python

What it does

Treatment Plans is an agent skill from aipoch/medical-research-skills. Generate concise (typically 1–4 pages) patient-centered medical treatment plans in LaTeX/PDF when a clinician needs an actionable plan with SMART goals, evidence-based interventions, monitoring, and HIPAA-aware documentation.

Its SKILL.md is about 2k tokens, which your agent loads only when the skill is triggered. The skill folder holds 24 other files, including scripts, reference files and assets (for example `assets/STYLING_QUICK_REFERENCE.md`, `assets/quality_checklist.md` and `references/README.md`).

It sits in Documents & Office, covering Clinical and healthcare research, LaTeX and Healthcare and finance regulation. It works with LaTeX. The repository describes itself as: Hundreds of agent skills for medical research, including protocol design, data analysis, evidence insights, and academic writing. The licence is MIT.

When your agent uses it

  • Tasks that involve Clinical and healthcare research
  • Tasks that involve LaTeX
  • Tasks that involve Healthcare and finance regulation

Example prompts

  • “/treatment-plans”

Requirements

  • Python 3

Workflow steps

5 steps, taken from the step headings in SKILL.md.

  1. Generate a LaTeX template
  2. (Optional) Generate a diagram for the plan
  3. Compile to PDF
  4. Run completeness and quality validation
  5. (Optional) Generate a timeline artifact

What it can do on your machine

Read from SKILL.md and the folder at commit 686e09d. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Ships 1 file in scripts/ (Python, from the files we listed), which the agent can run.

    Shell commands in SKILL.md call:

    • python

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Treatment Plans loads about 2k tokens when it runs, and up to ~32k if it reads all its reference files. Until then it costs about 60 tokens; SKILL.md has 645 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~60
When it runs · the whole SKILL.md, loaded when a task matches
~2k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~32k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.

SKILL.md

The full file from aipoch/medical-research-skills at commit 686e09d, republished under its MIT licence (© aipoch). 645 words, ~2,018 tokens.

Download SKILL.mdSave it as .claude/skills/treatment-plans/SKILL.md (or your agent's skills folder). This skill also uses 21 other files; get the full folder from GitHub.
name
treatment-plans
description
Generate concise (typically 1–4 pages) patient-centered medical treatment plans in LaTeX/PDF when a clinician needs an actionable plan with SMART goals, evidence-based interventions, monitoring, and HIPAA-aware documentation.
license
MIT
author
AIPOCH

Source: https://github.com/aipoch/medical-research-skills

When to Use

Use this skill when you need to produce a clinically actionable, professionally typeset treatment plan (LaTeX → PDF), especially when:

  1. You must create an individualized plan for a patient across any specialty (medicine, surgery, rehab, behavioral health).
  2. You need a concise “quick reference” plan (often 1 page) for busy clinical workflows.
  3. You are coordinating multidisciplinary care (e.g., PCP + specialists + PT/OT + behavioral health) with clear roles and follow-up.
  4. You must document chronic disease management with measurable targets, monitoring cadence, and escalation thresholds.
  5. You need a structured plan for perioperative care or pain management with safety checks and risk mitigation.

Key Features

  • Concise formats by default
    • Preferred: 1-page quick reference card
    • Standard: 3–4 pages (front-page executive summary + supporting detail)
    • Extended: 5–6 pages only when complexity requires it
  • Front-page executive summary (Foundation-style)
    • Page 1 contains only: title + patient/report info + 2–4 colored “key boxes” (goals, interventions, decision points, timeline)
  • SMART goals
    • Short- and long-term goals with measurable targets and time bounds
  • Evidence-based interventions with minimal citations
    • Typically 0–3 brief in-text citations (e.g., “ADA 2024”)
  • HIPAA-aware documentation
    • De-identification expectations and documentation hygiene
  • Validation workflow
    • Completeness and quality checks via scripts (sections present, SMART goals, monitoring adequacy, safety/risk mitigation)
  • Professional LaTeX styling
    • Custom style package with colored boxes and tables for scan-friendly clinical documents
  • Visual support
    • Supports adding at least one diagram (e.g., pathway, timeline, decision algorithm) to improve usability

Dependencies

Versions may vary by environment; pin them in your project if you need reproducibility.

  • Python: 3.10+
  • TeX distribution: TeX Live 2022+ (or MiKTeX equivalent)
  • LaTeX engines:
    • xelatex (recommended)
    • pdflatex (supported)
  • Key LaTeX packages (commonly required by the style/templates):
    • tcolorbox (with most library), tikz/pgf, geometry, xcolor, fontspec (XeLaTeX/LuaLaTeX), fancyhdr, titlesec, enumitem, booktabs, longtable, array, colortbl, hyperref, natbib
  • Project scripts (as referenced by this skill):
    • scripts/generate_template.py
    • check_completeness.py
    • validate_treatment_plan.py
    • timeline_generator.py
    • (optional) scripts/generate_schematic.py for diagram generation

Example Usage

Below is a complete, runnable example that (1) generates a template, (2) compiles to PDF, and (3) runs validation checks. Adjust paths to match your repository layout.

1) Generate a LaTeX template
bash
cd .claude/skills/treatment-plans/scripts

# Generate a mental health plan template
python generate_template.py --type mental_health --output depression_treatment_plan.tex
2) (Optional) Generate a diagram for the plan
bash
# Example: a simple treatment pathway flowchart
python scripts/generate_schematic.py "Depression treatment pathway: assessment -> CBT/SSRI -> monitoring -> escalation criteria" -o figures/depression_pathway.png

Include the figure in your .tex file (example snippet):

latex
\begin{figure}[h]
  \centering
  \includegraphics[width=0.95\linewidth]{figures/depression_pathway.png}
  \caption{Treatment pathway overview.}
\end{figure}
3) Compile to PDF
bash
# Recommended (better font support)
xelatex depression_treatment_plan.tex

# If you use bibliography features
bibtex depression_treatment_plan || true
xelatex depression_treatment_plan.tex
xelatex depression_treatment_plan.tex
4) Run completeness and quality validation
bash
python check_completeness.py depression_treatment_plan.tex
python validate_treatment_plan.py depression_treatment_plan.tex
5) (Optional) Generate a timeline artifact
bash
python timeline_generator.py --plan depression_treatment_plan.tex --output timeline.pdf

Implementation Details

Show full SKILL.md (270 more words)Show less
Document length strategy
  • Start with the 1-page format whenever possible.
  • Expand to 3–4 pages only when you need supporting detail (education, coordination, safety monitoring).
  • Use 5–6 pages rarely (multiple comorbidities, complex monitoring, research protocols).
Front-page executive summary (required pattern)
  • Page 1 must be a scan-friendly summary:
    • Title/subtitle
    • Patient/report info box (de-identified)
    • 2–4 colored boxes:
      • Goals (SMART bullets)
      • Core interventions
      • Critical decision points / safety thresholds
      • Timeline overview
  • Table of contents (if used) begins on page 2; detailed sections follow.

Minimal LaTeX skeleton:

latex
\maketitle
\thispagestyle{empty}

\begin{patientinfo}
  % De-identified demographics, diagnosis, date, framework
\end{patientinfo}

\begin{goalbox}[Primary Treatment Goals]
  \begin{itemize}
    \item Goal 1 (metric + timeframe)
    \item Goal 2 (metric + timeframe)
  \end{itemize}
\end{goalbox}

\begin{keybox}[Core Interventions]
  \begin{itemize}
    \item Intervention 1 (dose/frequency if applicable)
    \item Intervention 2 (visit cadence / therapy frequency)
  \end{itemize}
\end{keybox}

\begin{warningbox}[Critical Decision Points]
  \begin{itemize}
    \item Escalate if threshold X is met
  \end{itemize}
\end{warningbox}

\newpage
\tableofcontents
\newpage
Core clinical sections (for standard 3–4 page plans)

Include only what changes decisions; prefer tables/bullets:

  • Patient info (de-identified), diagnoses (ICD-10 where applicable)
  • Assessment summary and risk stratification
  • SMART goals (short- and long-term)
  • Interventions:
    • pharmacologic (dose/route/frequency/titration + monitoring)
    • non-pharmacologic (lifestyle, therapy, education)
    • procedural/referrals/testing
  • Timeline and follow-up schedule
  • Monitoring parameters + escalation thresholds
  • Expected outcomes (brief)
  • Patient education (3–5 key takeaways + red flags)
  • Risk mitigation (high-yield safety items only)
  • Signature/date block
Citation policy (minimalist)
  • Use brief in-text citations only when needed (guidelines, nonstandard regimens, controversial interventions).
  • Typical target: 0–3 citations for a 3–4 page plan.
  • Avoid long bibliographies unless explicitly required.
Validation logic (what scripts should check)
  • Completeness: required sections exist (goals, interventions, monitoring, follow-up, education, risk mitigation).
  • SMART quality: goals include metric + timeframe; avoid vague phrasing.
  • Feasibility: timeline cadence matches interventions; monitoring is realistic.
  • Safety: contraindications, interaction checks, escalation thresholds, opioid safeguards (if applicable).
  • Compliance hygiene: de-identification expectations and documentation defensibility.
Template selection guidance
  • one_page_treatment_plan.tex: default for most cases (quick reference)
  • general_medical_treatment_plan.tex: internal medicine / general practice
  • rehabilitation_treatment_plan.tex: PT/OT/SLP protocols and milestones
  • mental_health_treatment_plan.tex: psychotherapy + pharmacotherapy + safety plan
  • chronic_disease_management_plan.tex: long-term targets + coordination
  • perioperative_care_plan.tex: pre/intra/post-op structure (ERAS, VTE, antibiotics)
  • pain_management_plan.tex: multimodal analgesia + opioid risk mitigation

© aipoch, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 21 other files (scripts, references, assets) in scientific-skills/Other/treatment-plans of aipoch/medical-research-skills.

  • SKILL.md
  • assets/STYLING_QUICK_REFERENCE.md
  • assets/chronic_disease_management_plan.tex
  • assets/general_medical_treatment_plan.tex
  • assets/medical_treatment_plan.sty
  • assets/mental_health_treatment_plan.tex
  • assets/one_page_treatment_plan.tex
  • assets/pain_management_plan.tex
  • assets/perioperative_care_plan.tex
  • assets/quality_checklist.md
  • assets/rehabilitation_treatment_plan.tex
  • references/README.md
  • references/goal_setting_frameworks.md
  • references/intervention_guidelines.md
  • references/regulatory_compliance.md
  • references/specialty_specific_guidelines.md
  • references/treatment_plan_standards.md
  • scripts/check_completeness.py
  • … and 4 more

Open the folder on GitHubat commit 686e09d

Compare with similar skills

Treatment Plans next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Treatment Plans compared with similar skills
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Treatment Plans this skillaipoch/medical-research-skills1.9k—~2kAutomated safety check: PassMIT
Evidence Ledgerwanshuiyin/Anti-Autoresearch160—~11kAutomated safety check: NotesMIT
Research Writingalfonso0512/research-writing-skill4901 repos~818Automated safety check: PassMIT
Paper WritingMLNLP-World/Paper-Writing-Tips4.7k—~630Automated safety check: PassNone
PaperjurySpark-To-Paper-Skills/paperjury1.2k—~5.3kAutomated safety check: PassMIT
Literature Surveyai4s-research/ai4s-skills2372 repos~2kAutomated safety check: PassMIT

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Works with

Questions about Treatment Plans

What does Treatment Plans do?

Generate concise (typically 1–4 pages) patient-centered medical treatment plans in LaTeX/PDF when a clinician needs an actionable plan with SMART goals, evidence-based interventions, monitoring, and…. Treatment Plans is an agent skill from aipoch/medical-research-skills. Generate concise (typically 1–4 pages) patient-centered medical treatment plans in LaTeX/PDF when a clinician needs an actionable plan with SMART goals, evidence-based interventions, monitoring, and HIPAA-aware documentation.

When should I use Treatment Plans?

Treatment Plans fits situations like: tasks that involve Clinical and healthcare research; tasks that involve LaTeX; tasks that involve Healthcare and finance regulation.

How do I install Treatment Plans in Claude Code?

Run `npx skills add aipoch/medical-research-skills --skill treatment-plans -a claude-code`. Or copy the skill folder (scientific-skills/Other/treatment-plans in aipoch/medical-research-skills) into .claude/skills/treatment-plans in your project. Claude Code loads it when a task matches its description.

How do I install Treatment Plans in Codex?

Run `npx skills add aipoch/medical-research-skills --skill treatment-plans -a codex`. Or copy the skill folder (scientific-skills/Other/treatment-plans in aipoch/medical-research-skills) into .agents/skills/treatment-plans in your project. Codex loads it when a task matches its description.

Can I use Treatment Plans in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add aipoch/medical-research-skills --skill treatment-plans -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/treatment-plans, .gemini/skills/treatment-plans, .github/skills/treatment-plans and .opencode/skills/treatment-plans in your project.

What does Treatment Plans need to run?

Going by SKILL.md and its folder, Treatment Plans needs Python for the scripts in its folder and the command-line tools its instructions call (python). Our summary lists: Python 3.

Does Treatment Plans access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Treatment Plans safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does Treatment Plans use?

Treatment Plans is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Treatment Plans use?

About 2k tokens (SKILL.md is roughly 8.1k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 30k tokens, read only when the agent opens those files.

What are the alternatives to Treatment Plans?

Skills that share tags, products or a category with Treatment Plans: Evidence Ledger (wanshuiyin/Anti-Autoresearch, 160 stars), Research Writing (alfonso0512/research-writing-skill, 490 stars), Paper Writing (MLNLP-World/Paper-Writing-Tips, 4.7k stars) and Paperjury (Spark-To-Paper-Skills/paperjury, 1.2k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Treatment Plans?

aipoch (a GitHub organization) maintains it in aipoch/medical-research-skills, which has 1,937 GitHub stars. The repository holds 578 skills in this directory. The repository was last updated on September 17, 2026.

Source: aipoch/medical-research-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.